{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\ga2203\Dropbox\CCyield\Replication_Regressions_Climate Change and Long-Run Discount Rates\output/regressions_rent.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 7 Jan 2021, 10:51:00
{txt}
{com}. 
. 
. use "output\rent_regression_data", clear
{txt}
{com}. 
. * Create interactions (use the "for-sale listing" based index. Similar results using the "for-rent listing" based index)
. 
. gen ln_index_zipcode_year       = ln(index_zipcode_year_FS + 0.01)
{txt}(374 missing values generated)

{com}. gen ln_index_zipcode_year_uw6ft = uw6ft * ln_index_zipcode_year
{txt}(379 missing values generated)

{com}. 
. gen ln_index_zipcode_quarter       = ln(index_zipcode_quarter_FS + 0.01)
{txt}(641 missing values generated)

{com}. gen ln_index_zipcode_quarter_uw6ft = uw6ft * ln_index_zipcode_quarter
{txt}(646 missing values generated)

{com}. 
. gen index_zipcode_year_uw6ft    = uw6ft * index_zipcode_year_FS
{txt}(379 missing values generated)

{com}. gen index_zipcode_quarter_uw6ft = uw6ft * index_zipcode_quarter_FS
{txt}(646 missing values generated)

{com}. 
. * Label
. label variable ln_index_zipcode_year    "ln(Index by Zip-Year)"
{txt}
{com}. label variable ln_index_zipcode_quarter "ln(Index by Zip-Quarter)"
{txt}
{com}. 
. label variable ln_index_zipcode_year_uw6ft    "Flood Zone x ln(Index by Zip-Year)"
{txt}
{com}. label variable ln_index_zipcode_quarter_uw6ft "Flood Zone x ln(Index by Zip-Quarter)"
{txt}
{com}. 
. label variable index_zipcode_year_FS    "Index by Zip-Year"
{txt}
{com}. label variable index_zipcode_quarter_FS "Index by Zip-Quarter"
{txt}
{com}. 
. label variable index_zipcode_year_uw6ft    "Flood Zone x Index by Zip-Year"
{txt}
{com}. label variable index_zipcode_quarter_uw6ft "Flood Zone x Index by Zip-Quarter"
{txt}
{com}. 
. *label variable ln_transaction_price "ln(Transaction Price)"
. label variable uw6ft                "Flood Zone"
{txt}
{com}. 
. 
. eststo: reghdfe ln_rental_price uw6ft ln_index_zipcode_year_uw6ft   , absorb(apt3 finishedsquarefeet_pct lotsizesquarefeet_pct prop_age_group remodel_age_group bedroomcnt bathroomcnt zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 5199 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 26 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 2,142,433
{txt}Absorbing 8 HDFE groups{col 51}F({res}   2{txt},{res}  40854{txt}){col 67}= {res}      9.65
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0001
{txt}{col 51}R-squared{col 67}= {res}    0.7334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.7282
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0003
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    40,855{txt}{col 51}Root MSE{col 67}= {res}    0.2561

{txt}{ralign 81:(Std. Err. adjusted for {res:40,855} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2} .0413442{col 29}{space 2} .0118714{col 40}{space 1}    3.48{col 49}{space 3}0.000{col 57}{space 4} .0180759{col 70}{space 3} .0646125
{txt}ln_ind~ar_uw6ft {c |}{col 17}{res}{space 2} .0178295{col 29}{space 2} .0043633{col 40}{space 1}    4.09{col 49}{space 3}0.000{col 57}{space 4} .0092774{col 70}{space 3} .0263816
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.280029{col 29}{space 2} .0005576{col 40}{space 1} 1.3e+04{col 49}{space 3}0.000{col 57}{space 4} 7.278936{col 70}{space 3} 7.281122
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 24}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}            Absorbed FE{col 25}{c |} Categories{col 38} - Redundant{col 50}  = Num. Coefs{col 65}{c |}
{res}{col 1}{text}{hline 24}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}                   apt3{col 25}{c |}{space 1}        2{col 38}{space 1}        0{col 50}{result}{space 1}        2{col 64}{text} {col 65}{c |}
{res}{col 1}{text} finishedsquarefeet_pct{col 25}{c |}{space 1}       21{col 38}{space 1}        1{col 50}{result}{space 1}       20{col 64}{text} {col 65}{c |}
{res}{col 1}{text}  lotsizesquarefeet_pct{col 25}{c |}{space 1}       11{col 38}{space 1}        2{col 50}{result}{space 1}        9{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         prop_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}      remodel_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}             bedroomcnt{col 25}{c |}{space 1}        8{col 38}{space 1}        1{col 50}{result}{space 1}        7{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}            bathroomcnt{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         zip_quarter_fe{col 25}{c |}{space 1}    40855{col 38}{space 1}    40855{col 50}{result}{space 1}        0{col 64}{text}*{col 65}{c |}
{res}{col 1}{text}{hline 24}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft ln_index_zipcode_quarter_uw6ft, absorb(apt3 finishedsquarefeet_pct lotsizesquarefeet_pct prop_age_group remodel_age_group bedroomcnt bathroomcnt zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 5125 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 26 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 2,142,240
{txt}Absorbing 8 HDFE groups{col 51}F({res}   2{txt},{res}  40835{txt}){col 67}= {res}      8.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0003
{txt}{col 51}R-squared{col 67}= {res}    0.7334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.7282
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0002
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    40,836{txt}{col 51}Root MSE{col 67}= {res}    0.2561

{txt}{ralign 81:(Std. Err. adjusted for {res:40,836} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2} .0327678{col 29}{space 2} .0114123{col 40}{space 1}    2.87{col 49}{space 3}0.004{col 57}{space 4} .0103994{col 70}{space 3} .0551363
{txt}ln_ind~er_uw6ft {c |}{col 17}{res}{space 2} .0147738{col 29}{space 2} .0041342{col 40}{space 1}    3.57{col 49}{space 3}0.000{col 57}{space 4} .0066707{col 70}{space 3} .0228768
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.280017{col 29}{space 2} .0005576{col 40}{space 1} 1.3e+04{col 49}{space 3}0.000{col 57}{space 4} 7.278924{col 70}{space 3}  7.28111
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 24}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}            Absorbed FE{col 25}{c |} Categories{col 38} - Redundant{col 50}  = Num. Coefs{col 65}{c |}
{res}{col 1}{text}{hline 24}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}                   apt3{col 25}{c |}{space 1}        2{col 38}{space 1}        0{col 50}{result}{space 1}        2{col 64}{text} {col 65}{c |}
{res}{col 1}{text} finishedsquarefeet_pct{col 25}{c |}{space 1}       21{col 38}{space 1}        1{col 50}{result}{space 1}       20{col 64}{text} {col 65}{c |}
{res}{col 1}{text}  lotsizesquarefeet_pct{col 25}{c |}{space 1}       11{col 38}{space 1}        2{col 50}{result}{space 1}        9{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         prop_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}      remodel_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}             bedroomcnt{col 25}{c |}{space 1}        8{col 38}{space 1}        1{col 50}{result}{space 1}        7{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}            bathroomcnt{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         zip_quarter_fe{col 25}{c |}{space 1}    40836{col 38}{space 1}    40836{col 50}{result}{space 1}        0{col 64}{text}*{col 65}{c |}
{res}{col 1}{text}{hline 24}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est2{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft ln_index_zipcode_year_uw6ft   , absorb(propertyid zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 955975 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}note: {res}uw6ft{txt} is probably collinear with the fixed effects (all partialled-out values are close to zero; tol = 1.0e-09)
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 48 iterations)
{res}{txt}note: uw6ft omitted because of collinearity
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 1,191,657
{txt}Absorbing 2 HDFE groups{col 51}F({res}   1{txt},{res}  34935{txt}){col 67}= {res}      1.38
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.2409
{txt}{col 51}R-squared{col 67}= {res}    0.9641
{txt}{col 51}Adj R-squared{col 67}= {res}    0.9415
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0000
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    34,936{txt}{col 51}Root MSE{col 67}= {res}    0.1186

{txt}{ralign 81:(Std. Err. adjusted for {res:34,936} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
ln_ind~ar_uw6ft {c |}{col 17}{res}{space 2} .0053922{col 29}{space 2} .0045982{col 40}{space 1}    1.17{col 49}{space 3}0.241{col 57}{space 4}-.0036205{col 70}{space 3} .0144048
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.309223{col 29}{space 2} .0020967{col 40}{space 1} 3486.00{col 49}{space 3}0.000{col 57}{space 4} 7.305113{col 70}{space 3} 7.313332
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}     propertyid{col 17}{c |}{space 1}   425007{col 30}{space 1}        0{col 42}{result}{space 1}   425007{col 56}{text} {col 57}{c |}
{res}{col 1}{text} zip_quarter_fe{col 17}{c |}{space 1}    34936{col 30}{space 1}    34936{col 42}{result}{space 1}        0{col 56}{text}*{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft ln_index_zipcode_quarter_uw6ft, absorb(propertyid zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 955723 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}note: {res}uw6ft{txt} is probably collinear with the fixed effects (all partialled-out values are close to zero; tol = 1.0e-09)
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 48 iterations)
{res}{txt}note: uw6ft omitted because of collinearity
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 1,191,642
{txt}Absorbing 2 HDFE groups{col 51}F({res}   1{txt},{res}  34930{txt}){col 67}= {res}      0.72
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.3963
{txt}{col 51}R-squared{col 67}= {res}    0.9641
{txt}{col 51}Adj R-squared{col 67}= {res}    0.9415
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0000
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    34,931{txt}{col 51}Root MSE{col 67}= {res}    0.1186

{txt}{ralign 81:(Std. Err. adjusted for {res:34,931} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
ln_ind~er_uw6ft {c |}{col 17}{res}{space 2} .0025466{col 29}{space 2} .0030024{col 40}{space 1}    0.85{col 49}{space 3}0.396{col 57}{space 4}-.0033383{col 70}{space 3} .0084315
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.307941{col 29}{space 2} .0013788{col 40}{space 1} 5300.09{col 49}{space 3}0.000{col 57}{space 4} 7.305239{col 70}{space 3} 7.310644
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}     propertyid{col 17}{c |}{space 1}   425001{col 30}{space 1}        0{col 42}{result}{space 1}   425001{col 56}{text} {col 57}{c |}
{res}{col 1}{text} zip_quarter_fe{col 17}{c |}{space 1}    34931{col 30}{space 1}    34931{col 42}{result}{space 1}        0{col 56}{text}*{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est4{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft index_zipcode_year_uw6ft      , absorb(apt3 finishedsquarefeet_pct lotsizesquarefeet_pct prop_age_group remodel_age_group bedroomcnt bathroomcnt zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 5199 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 26 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 2,142,433
{txt}Absorbing 8 HDFE groups{col 51}F({res}   2{txt},{res}  40854{txt}){col 67}= {res}     19.19
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.7334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.7282
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0005
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    40,855{txt}{col 51}Root MSE{col 67}= {res}    0.2561

{txt}{ralign 81:(Std. Err. adjusted for {res:40,855} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}-.0371659{col 29}{space 2} .0066004{col 40}{space 1}   -5.63{col 49}{space 3}0.000{col 57}{space 4}-.0501027{col 70}{space 3} -.024229
{txt}index_~ar_uw6ft {c |}{col 17}{res}{space 2} .4794654{col 29}{space 2}  .077543{col 40}{space 1}    6.18{col 49}{space 3}0.000{col 57}{space 4} .3274795{col 70}{space 3} .6314513
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.280136{col 29}{space 2}  .000557{col 40}{space 1} 1.3e+04{col 49}{space 3}0.000{col 57}{space 4} 7.279044{col 70}{space 3} 7.281227
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 24}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}            Absorbed FE{col 25}{c |} Categories{col 38} - Redundant{col 50}  = Num. Coefs{col 65}{c |}
{res}{col 1}{text}{hline 24}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}                   apt3{col 25}{c |}{space 1}        2{col 38}{space 1}        0{col 50}{result}{space 1}        2{col 64}{text} {col 65}{c |}
{res}{col 1}{text} finishedsquarefeet_pct{col 25}{c |}{space 1}       21{col 38}{space 1}        1{col 50}{result}{space 1}       20{col 64}{text} {col 65}{c |}
{res}{col 1}{text}  lotsizesquarefeet_pct{col 25}{c |}{space 1}       11{col 38}{space 1}        2{col 50}{result}{space 1}        9{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         prop_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}      remodel_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}             bedroomcnt{col 25}{c |}{space 1}        8{col 38}{space 1}        1{col 50}{result}{space 1}        7{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}            bathroomcnt{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         zip_quarter_fe{col 25}{c |}{space 1}    40855{col 38}{space 1}    40855{col 50}{result}{space 1}        0{col 64}{text}*{col 65}{c |}
{res}{col 1}{text}{hline 24}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft index_zipcode_quarter_uw6ft   , absorb(apt3 finishedsquarefeet_pct lotsizesquarefeet_pct prop_age_group remodel_age_group bedroomcnt bathroomcnt zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 5125 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 26 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 2,142,240
{txt}Absorbing 8 HDFE groups{col 51}F({res}   2{txt},{res}  40835{txt}){col 67}= {res}     16.65
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.7334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.7282
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0004
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    40,836{txt}{col 51}Root MSE{col 67}= {res}    0.2561

{txt}{ralign 81:(Std. Err. adjusted for {res:40,836} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}-.0335797{col 29}{space 2} .0063281{col 40}{space 1}   -5.31{col 49}{space 3}0.000{col 57}{space 4} -.045983{col 70}{space 3}-.0211765
{txt}index_~er_uw6ft {c |}{col 17}{res}{space 2} .4146281{col 29}{space 2} .0723428{col 40}{space 1}    5.73{col 49}{space 3}0.000{col 57}{space 4} .2728347{col 70}{space 3} .5564216
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.280114{col 29}{space 2} .0005573{col 40}{space 1} 1.3e+04{col 49}{space 3}0.000{col 57}{space 4} 7.279022{col 70}{space 3} 7.281206
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 24}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}            Absorbed FE{col 25}{c |} Categories{col 38} - Redundant{col 50}  = Num. Coefs{col 65}{c |}
{res}{col 1}{text}{hline 24}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}                   apt3{col 25}{c |}{space 1}        2{col 38}{space 1}        0{col 50}{result}{space 1}        2{col 64}{text} {col 65}{c |}
{res}{col 1}{text} finishedsquarefeet_pct{col 25}{c |}{space 1}       21{col 38}{space 1}        1{col 50}{result}{space 1}       20{col 64}{text} {col 65}{c |}
{res}{col 1}{text}  lotsizesquarefeet_pct{col 25}{c |}{space 1}       11{col 38}{space 1}        2{col 50}{result}{space 1}        9{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         prop_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}      remodel_age_group{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}             bedroomcnt{col 25}{c |}{space 1}        8{col 38}{space 1}        1{col 50}{result}{space 1}        7{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}            bathroomcnt{col 25}{c |}{space 1}       16{col 38}{space 1}        1{col 50}{result}{space 1}       15{col 64}{text}?{col 65}{c |}
{res}{col 1}{text}         zip_quarter_fe{col 25}{c |}{space 1}    40836{col 38}{space 1}    40836{col 50}{result}{space 1}        0{col 64}{text}*{col 65}{c |}
{res}{col 1}{text}{hline 24}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
? = number of redundant parameters may be higher
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est6{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft index_zipcode_year_uw6ft      , absorb(propertyid zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 955975 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}note: {res}uw6ft{txt} is probably collinear with the fixed effects (all partialled-out values are close to zero; tol = 1.0e-09)
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 48 iterations)
{res}{txt}note: uw6ft omitted because of collinearity
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 1,191,657
{txt}Absorbing 2 HDFE groups{col 51}F({res}   1{txt},{res}  34935{txt}){col 67}= {res}      0.32
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.5733
{txt}{col 51}R-squared{col 67}= {res}    0.9641
{txt}{col 51}Adj R-squared{col 67}= {res}    0.9415
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0000
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    34,936{txt}{col 51}Root MSE{col 67}= {res}    0.1186

{txt}{ralign 81:(Std. Err. adjusted for {res:34,936} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
index_~ar_uw6ft {c |}{col 17}{res}{space 2} .0316776{col 29}{space 2} .0562501{col 40}{space 1}    0.56{col 49}{space 3}0.573{col 57}{space 4}-.0785744{col 70}{space 3} .1419296
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.306492{col 29}{space 2} .0004833{col 40}{space 1} 1.5e+04{col 49}{space 3}0.000{col 57}{space 4} 7.305545{col 70}{space 3} 7.307439
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}     propertyid{col 17}{c |}{space 1}   425007{col 30}{space 1}        0{col 42}{result}{space 1}   425007{col 56}{text} {col 57}{c |}
{res}{col 1}{text} zip_quarter_fe{col 17}{c |}{space 1}    34936{col 30}{space 1}    34936{col 42}{result}{space 1}        0{col 56}{text}*{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est7{txt} stored)

{com}. eststo: reghdfe ln_rental_price uw6ft index_zipcode_quarter_uw6ft   , absorb(propertyid zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 955723 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}note: {res}uw6ft{txt} is probably collinear with the fixed effects (all partialled-out values are close to zero; tol = 1.0e-09)
{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 48 iterations)
{res}{txt}note: uw6ft omitted because of collinearity
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 1,191,642
{txt}Absorbing 2 HDFE groups{col 51}F({res}   1{txt},{res}  34930{txt}){col 67}= {res}      0.15
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.6979
{txt}{col 51}R-squared{col 67}= {res}    0.9641
{txt}{col 51}Adj R-squared{col 67}= {res}    0.9415
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0000
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    34,931{txt}{col 51}Root MSE{col 67}= {res}    0.1186

{txt}{ralign 81:(Std. Err. adjusted for {res:34,931} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
index_~er_uw6ft {c |}{col 17}{res}{space 2} .0163662{col 29}{space 2} .0421594{col 40}{space 1}    0.39{col 49}{space 3}0.698{col 57}{space 4}-.0662677{col 70}{space 3}     .099
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.306631{col 29}{space 2} .0003622{col 40}{space 1} 2.0e+04{col 49}{space 3}0.000{col 57}{space 4} 7.305921{col 70}{space 3} 7.307341
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}     propertyid{col 17}{c |}{space 1}   425001{col 30}{space 1}        0{col 42}{result}{space 1}   425001{col 56}{text} {col 57}{c |}
{res}{col 1}{text} zip_quarter_fe{col 17}{c |}{space 1}    34931{col 30}{space 1}    34931{col 42}{result}{space 1}        0{col 56}{text}*{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est8{txt} stored)

{com}. 
. 
. * Now for coefficients
. tostring bathroomcnt, gen(br_str) format(%4.1f)
{txt}br_str generated as {res:str4}

{com}. encode br_str, gen(br)
{txt}
{com}. eststo: reghdfe ln_rental_price uw6ft ln_index_zipcode_year_uw6ft i.apt3 i.finishedsquarefeet_pct i.lotsizesquarefeet_pct ///
>                                       i.prop_age_group i.remodel_age_group i.bedroomcnt i.br, ///
>                                                                           absorb(zip_quarter_fe) vce(cluster zip_quarter)
{res}{txt}(dropped 5199 {browse "http://scorreia.com/research/singletons.pdf":singleton observations})
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}{txt}note: 99.lotsizesquarefeet_pct omitted because of collinearity
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res} 2,142,433
{txt}Absorbing 1 HDFE group{col 51}F({res}  84{txt},{res}  40854{txt}){col 67}= {res}   2287.17
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.7334
{txt}{col 51}Adj R-squared{col 67}= {res}    0.7282
{txt}{col 51}Within R-sq.{col 67}= {res}    0.4779
{txt}{col 1}Number of clusters ({res}zip_quarter{txt}) {col 30}= {res}    40,855{txt}{col 51}Root MSE{col 67}= {res}    0.2561

{txt}{ralign 81:(Std. Err. adjusted for {res:40,855} clusters in zip_quarter)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}ln_rental_price{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}uw6ft {c |}{col 17}{res}{space 2} .0413442{col 29}{space 2} .0118714{col 40}{space 1}    3.48{col 49}{space 3}0.000{col 57}{space 4} .0180759{col 70}{space 3} .0646125
{txt}ln_ind~ar_uw6ft {c |}{col 17}{res}{space 2} .0178295{col 29}{space 2} .0043633{col 40}{space 1}    4.09{col 49}{space 3}0.000{col 57}{space 4} .0092774{col 70}{space 3} .0263816
{txt}{space 9}1.apt3 {c |}{col 17}{res}{space 2}   .03311{col 29}{space 2}  .002169{col 40}{space 1}   15.26{col 49}{space 3}0.000{col 57}{space 4} .0288586{col 70}{space 3} .0373614
{txt}{space 15} {c |}
finishedsquar~t {c |}
{space 13}2  {c |}{col 17}{res}{space 2} .0953768{col 29}{space 2} .0033161{col 40}{space 1}   28.76{col 49}{space 3}0.000{col 57}{space 4} .0888773{col 70}{space 3} .1018764
{txt}{space 13}3  {c |}{col 17}{res}{space 2} .1460446{col 29}{space 2} .0043357{col 40}{space 1}   33.68{col 49}{space 3}0.000{col 57}{space 4} .1375466{col 70}{space 3} .1545426
{txt}{space 13}4  {c |}{col 17}{res}{space 2} .1447375{col 29}{space 2} .0044607{col 40}{space 1}   32.45{col 49}{space 3}0.000{col 57}{space 4} .1359944{col 70}{space 3} .1534805
{txt}{space 13}5  {c |}{col 17}{res}{space 2} .1729657{col 29}{space 2}  .004514{col 40}{space 1}   38.32{col 49}{space 3}0.000{col 57}{space 4} .1641183{col 70}{space 3} .1818131
{txt}{space 13}6  {c |}{col 17}{res}{space 2}  .199223{col 29}{space 2}  .004783{col 40}{space 1}   41.65{col 49}{space 3}0.000{col 57}{space 4} .1898481{col 70}{space 3} .2085978
{txt}{space 13}7  {c |}{col 17}{res}{space 2}  .223168{col 29}{space 2} .0047889{col 40}{space 1}   46.60{col 49}{space 3}0.000{col 57}{space 4} .2137817{col 70}{space 3} .2325544
{txt}{space 13}8  {c |}{col 17}{res}{space 2} .2515421{col 29}{space 2} .0051293{col 40}{space 1}   49.04{col 49}{space 3}0.000{col 57}{space 4} .2414887{col 70}{space 3} .2615956
{txt}{space 13}9  {c |}{col 17}{res}{space 2} .2750294{col 29}{space 2} .0051027{col 40}{space 1}   53.90{col 49}{space 3}0.000{col 57}{space 4}  .265028{col 70}{space 3} .2850307
{txt}{space 12}10  {c |}{col 17}{res}{space 2} .3011481{col 29}{space 2} .0051689{col 40}{space 1}   58.26{col 49}{space 3}0.000{col 57}{space 4}  .291017{col 70}{space 3} .3112793
{txt}{space 12}11  {c |}{col 17}{res}{space 2} .3255605{col 29}{space 2} .0053277{col 40}{space 1}   61.11{col 49}{space 3}0.000{col 57}{space 4} .3151181{col 70}{space 3} .3360029
{txt}{space 12}12  {c |}{col 17}{res}{space 2} .3539204{col 29}{space 2} .0056273{col 40}{space 1}   62.89{col 49}{space 3}0.000{col 57}{space 4} .3428907{col 70}{space 3}   .36495
{txt}{space 12}13  {c |}{col 17}{res}{space 2}   .37722{col 29}{space 2} .0054501{col 40}{space 1}   69.21{col 49}{space 3}0.000{col 57}{space 4} .3665376{col 70}{space 3} .3879023
{txt}{space 12}14  {c |}{col 17}{res}{space 2} .4064661{col 29}{space 2}  .005601{col 40}{space 1}   72.57{col 49}{space 3}0.000{col 57}{space 4} .3954879{col 70}{space 3} .4174442
{txt}{space 12}15  {c |}{col 17}{res}{space 2} .4354225{col 29}{space 2} .0055799{col 40}{space 1}   78.03{col 49}{space 3}0.000{col 57}{space 4} .4244859{col 70}{space 3} .4463592
{txt}{space 12}16  {c |}{col 17}{res}{space 2} .4603075{col 29}{space 2} .0056287{col 40}{space 1}   81.78{col 49}{space 3}0.000{col 57}{space 4} .4492751{col 70}{space 3} .4713398
{txt}{space 12}17  {c |}{col 17}{res}{space 2} .5019412{col 29}{space 2} .0058335{col 40}{space 1}   86.04{col 49}{space 3}0.000{col 57}{space 4} .4905074{col 70}{space 3}  .513375
{txt}{space 12}18  {c |}{col 17}{res}{space 2} .5432674{col 29}{space 2} .0057526{col 40}{space 1}   94.44{col 49}{space 3}0.000{col 57}{space 4} .5319923{col 70}{space 3} .5545426
{txt}{space 12}19  {c |}{col 17}{res}{space 2} .5971334{col 29}{space 2} .0057838{col 40}{space 1}  103.24{col 49}{space 3}0.000{col 57}{space 4}  .585797{col 70}{space 3} .6084698
{txt}{space 12}20  {c |}{col 17}{res}{space 2} .6835419{col 29}{space 2} .0061282{col 40}{space 1}  111.54{col 49}{space 3}0.000{col 57}{space 4} .6715306{col 70}{space 3} .6955533
{txt}{space 12}99  {c |}{col 17}{res}{space 2} .2137882{col 29}{space 2} .0049262{col 40}{space 1}   43.40{col 49}{space 3}0.000{col 57}{space 4} .2041326{col 70}{space 3} .2234437
{txt}{space 15} {c |}
lotsizesquar~ct {c |}
{space 13}2  {c |}{col 17}{res}{space 2} .0141594{col 29}{space 2} .0021247{col 40}{space 1}    6.66{col 49}{space 3}0.000{col 57}{space 4}  .009995{col 70}{space 3} .0183238
{txt}{space 13}3  {c |}{col 17}{res}{space 2} .0508755{col 29}{space 2} .0020347{col 40}{space 1}   25.00{col 49}{space 3}0.000{col 57}{space 4} .0468874{col 70}{space 3} .0548636
{txt}{space 13}4  {c |}{col 17}{res}{space 2} .0780714{col 29}{space 2} .0021479{col 40}{space 1}   36.35{col 49}{space 3}0.000{col 57}{space 4} .0738614{col 70}{space 3} .0822814
{txt}{space 13}5  {c |}{col 17}{res}{space 2} .0948178{col 29}{space 2}  .002138{col 40}{space 1}   44.35{col 49}{space 3}0.000{col 57}{space 4} .0906274{col 70}{space 3} .0990082
{txt}{space 13}6  {c |}{col 17}{res}{space 2} .1136943{col 29}{space 2} .0021851{col 40}{space 1}   52.03{col 49}{space 3}0.000{col 57}{space 4} .1094114{col 70}{space 3} .1179772
{txt}{space 13}7  {c |}{col 17}{res}{space 2} .1096249{col 29}{space 2} .0022646{col 40}{space 1}   48.41{col 49}{space 3}0.000{col 57}{space 4} .1051862{col 70}{space 3} .1140636
{txt}{space 13}8  {c |}{col 17}{res}{space 2} .1265331{col 29}{space 2} .0021751{col 40}{space 1}   58.17{col 49}{space 3}0.000{col 57}{space 4} .1222699{col 70}{space 3} .1307964
{txt}{space 13}9  {c |}{col 17}{res}{space 2}  .148222{col 29}{space 2}  .002282{col 40}{space 1}   64.95{col 49}{space 3}0.000{col 57}{space 4} .1437493{col 70}{space 3} .1526947
{txt}{space 12}10  {c |}{col 17}{res}{space 2} .1112006{col 29}{space 2}  .002771{col 40}{space 1}   40.13{col 49}{space 3}0.000{col 57}{space 4} .1057694{col 70}{space 3} .1166317
{txt}{space 12}99  {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 15} {c |}
{space 1}prop_age_group {c |}
{space 13}5  {c |}{col 17}{res}{space 2}-.0621135{col 29}{space 2} .0049033{col 40}{space 1}  -12.67{col 49}{space 3}0.000{col 57}{space 4}-.0717241{col 70}{space 3}-.0525029
{txt}{space 12}10  {c |}{col 17}{res}{space 2}-.0849963{col 29}{space 2}   .00587{col 40}{space 1}  -14.48{col 49}{space 3}0.000{col 57}{space 4}-.0965016{col 70}{space 3} -.073491
{txt}{space 12}15  {c |}{col 17}{res}{space 2}-.0897681{col 29}{space 2} .0061246{col 40}{space 1}  -14.66{col 49}{space 3}0.000{col 57}{space 4}-.1017725{col 70}{space 3}-.0777636
{txt}{space 12}20  {c |}{col 17}{res}{space 2}-.1197009{col 29}{space 2} .0063078{col 40}{space 1}  -18.98{col 49}{space 3}0.000{col 57}{space 4}-.1320644{col 70}{space 3}-.1073374
{txt}{space 12}25  {c |}{col 17}{res}{space 2}-.1439665{col 29}{space 2} .0063487{col 40}{space 1}  -22.68{col 49}{space 3}0.000{col 57}{space 4}  -.15641{col 70}{space 3}-.1315229
{txt}{space 12}30  {c |}{col 17}{res}{space 2}-.1521728{col 29}{space 2} .0066584{col 40}{space 1}  -22.85{col 49}{space 3}0.000{col 57}{space 4}-.1652234{col 70}{space 3}-.1391222
{txt}{space 12}35  {c |}{col 17}{res}{space 2}-.1597228{col 29}{space 2} .0068504{col 40}{space 1}  -23.32{col 49}{space 3}0.000{col 57}{space 4}-.1731497{col 70}{space 3}-.1462959
{txt}{space 12}40  {c |}{col 17}{res}{space 2}-.1684813{col 29}{space 2} .0068031{col 40}{space 1}  -24.77{col 49}{space 3}0.000{col 57}{space 4}-.1818155{col 70}{space 3} -.155147
{txt}{space 12}45  {c |}{col 17}{res}{space 2}-.1549266{col 29}{space 2} .0065949{col 40}{space 1}  -23.49{col 49}{space 3}0.000{col 57}{space 4}-.1678528{col 70}{space 3}-.1420003
{txt}{space 12}50  {c |}{col 17}{res}{space 2}-.1266047{col 29}{space 2} .0065626{col 40}{space 1}  -19.29{col 49}{space 3}0.000{col 57}{space 4}-.1394674{col 70}{space 3}-.1137419
{txt}{space 12}55  {c |}{col 17}{res}{space 2}-.1078565{col 29}{space 2} .0065031{col 40}{space 1}  -16.59{col 49}{space 3}0.000{col 57}{space 4}-.1206027{col 70}{space 3}-.0951102
{txt}{space 12}60  {c |}{col 17}{res}{space 2}-.0980147{col 29}{space 2} .0067254{col 40}{space 1}  -14.57{col 49}{space 3}0.000{col 57}{space 4}-.1111967{col 70}{space 3}-.0848328
{txt}{space 12}65  {c |}{col 17}{res}{space 2} -.101107{col 29}{space 2} .0071643{col 40}{space 1}  -14.11{col 49}{space 3}0.000{col 57}{space 4}-.1151491{col 70}{space 3}-.0870649
{txt}{space 12}70  {c |}{col 17}{res}{space 2}-.1222518{col 29}{space 2} .0068568{col 40}{space 1}  -17.83{col 49}{space 3}0.000{col 57}{space 4}-.1356912{col 70}{space 3}-.1088123
{txt}{space 12}99  {c |}{col 17}{res}{space 2}-.1187518{col 29}{space 2} .0156463{col 40}{space 1}   -7.59{col 49}{space 3}0.000{col 57}{space 4}-.1494189{col 70}{space 3}-.0880848
{txt}{space 15} {c |}
remodel_age_g~p {c |}
{space 13}5  {c |}{col 17}{res}{space 2}-.0173182{col 29}{space 2} .0037034{col 40}{space 1}   -4.68{col 49}{space 3}0.000{col 57}{space 4}-.0245769{col 70}{space 3}-.0100595
{txt}{space 12}10  {c |}{col 17}{res}{space 2} -.021909{col 29}{space 2} .0045024{col 40}{space 1}   -4.87{col 49}{space 3}0.000{col 57}{space 4}-.0307339{col 70}{space 3}-.0130842
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{txt}{space 15} {c |}
{space 5}bedroomcnt {c |}
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{txt}{space 15} {c |}
{space 13}br {c |}
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{txt}{space 10}99.0  {c |}{col 17}{res}{space 2} .0480972{col 29}{space 2} .0072339{col 40}{space 1}    6.65{col 49}{space 3}0.000{col 57}{space 4} .0339185{col 70}{space 3} .0622758
{txt}{space 15} {c |}
{space 10}_cons {c |}{col 17}{res}{space 2} 6.819746{col 29}{space 2} .0108733{col 40}{space 1}  627.20{col 49}{space 3}0.000{col 57}{space 4} 6.798434{col 70}{space 3} 6.841057
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 16}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text}    Absorbed FE{col 17}{c |} Categories{col 30} - Redundant{col 42}  = Num. Coefs{col 57}{c |}
{res}{col 1}{text}{hline 16}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text} zip_quarter_fe{col 17}{c |}{space 1}    40855{col 30}{space 1}    40855{col 42}{result}{space 1}        0{col 56}{text}*{col 57}{c |}
{res}{col 1}{text}{hline 16}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est9{txt} stored)

{com}. cap log close
{smcl}
{com}{sf}{ul off}